This bundle includes 4 courses that will introduce you to Machine Learning and the skills used to master both theory & practice
Learn how to install Python, and then use it to build your own sentiment analyzer, recommendation system, and much more. With 14.5 hours of expert instruction, by the time you’ve completed this bundle of courses, you’ll be on your way to applying this essential technology in your career.
What is Python?
Python game programming is a set of Python modules made especially for creating games. It will allow you to create fully functioning games and multimedia programs. Python is the perfect program for creating games as it will run on almost every platform and operating system out there. Learning Python will give you the ability to create all sorts of games, either free or commercial.
What the course will teach you:
- Discover Core Machine Learning Concepts & Build An Artificial Neural Network
- Build a movie recommendation system in Python
- Learn Intuitive Machine Learning Techniques by Exploring a Classic Problem
- Use Python and the Twitter API to build your own sentiment analyzer
- Project Files and Supplemental Material included with each course
- Much More..
Units Of Study
Deep Learning & Computer Vision: An Introduction
Course Duration: 2 hrs
Deep Learning & Computer Vision: an Introduction is the perfect course for students who want exposure to Machine Learning. This course will cover topics such as: Artificial Neural Networks, how to install Python, and Handwritten Digit Recognition.
Recommendation Systems in Python
Course Duration: 4.5 hrs
Recommendation Engines perform a variety of tasks, but the most important one is to find products that are most relevant to the user. Follow along with this intensive Recommendation Systems in Python training course to get a firm grasp on this essential Machine Learning component.
Machine Learning – Decision Trees & Random Forests
Course Duration: 4.5 hrs
This Machine Learning: Decision Trees & Random Forests online course will teach you cool machine learning techniques to predict survival probabilities aboard the Titanic – a Kaggle problem!
Twitter Sentiment Analysis in Python
Course Duration: 3.5 hrs
Sentiment Analysis, or Opinion Mining, is a field of Neuro-linguistic Programming that deals with extracting subjective information, like positive/negative, like/dislike, and emotional reactions.In this “Twitter Sentiment Analysis in Python” online course, you’ll learn real examples of why Sentiment Analysis is important and how to approach specific problems using Sentiment Analysis
Minimum specifications for the computer are:
Microsoft Windows XP, or later
Modern and up to date Browser (Internet Explorer 8 or later, Firefox, Chrome, Safari)
OSX/iOS 6 or later
Modern and up to date Browser (Firefox, Chrome, Safari)
Internet bandwidth of 1Mb or faster
Flash player or a browser with HTML5 video capabilities (We recommend Google Chrome)
Please note: Although this course will work with the system requirements stated above, the software talked about and used in the course may vary. It is recommended that you check with the software suppliers website before making a purchase.